The table below looks at the statistics for Mahout skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Mahout over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Apache Mahout
Rank 855 884 909
Rank change year-on-year
+29 +25
Permanent jobs citing Mahout 8 51 41
As % of all permanent IT jobs located in England 0.009% 0.051% 0.038%
As % of the Database & Business Intelligence category 0.032% 0.16% 0.13%
Number of salaries quoted 6 41 30
Median salary £66,250 £70,000 £57,500
Median salary % change year-on-year
-5.35% +21.73%
90% offered a salary of more than £51,250 £52,500 £40,000
10% offered a salary of more than £102,500 £115,000 £72,500
UK excluding London median salary £50,000 £75,000 £51,250
% change year-on-year
-33.33% +46.34%
Mahout
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
25181 31985 32684
As % of all permanent IT jobs located in England 29.89% 32.08% 30.66%
Number of salaries quoted 21729 27210 28110
Median salary £50,000 £48,500 £45,000
Median salary % change year-on-year
+3.09% +7.77%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Mahout
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Mahout as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Mahout Jobs Demand Trend in England

Mahout
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Mahout across the England region.

Mahout Salary Trend in England

Mahout
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Mahout across the England region over the 3 months to 8 December 2016.

Mahout Salary Histogram in England

Mahout
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mahout within the England region over the 3 months to 8 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London 0 8 £66,250 -5.35% 3
Mahout
UK

Mahout
Top 30 Related IT Skills in England

For the 6 months to 8 December 2016, IT jobs citing Mahout also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Mahout.

1 33 (97.06%) Hadoop
2 29 (85.29%) Python
3 27 (79.41%) R
3 27 (79.41%) Analytics
4 26 (76.47%) Apache Hive
5 25 (73.53%) Big Data
5 25 (73.53%) Analytical Skills
6 23 (67.65%) Apache Pig
6 23 (67.65%) MongoDB
7 20 (58.82%) SQL
7 20 (58.82%) Data Analytics
8 19 (55.88%) Finance
9 17 (50.00%) Open Source
10 16 (47.06%) Amazon AWS
10 16 (47.06%) NoSQL
11 15 (44.12%) Visualisation
11 15 (44.12%) PostgreSQL
11 15 (44.12%) Impala
12 14 (41.18%) Neo4j
12 14 (41.18%) Machine Learning
12 14 (41.18%) Amazon EMR
12 14 (41.18%) Cypher
12 14 (41.18%) Amazon EC2
12 14 (41.18%) Git (software)
12 14 (41.18%) Data Visualisation
13 12 (35.29%) Apache
13 12 (35.29%) Business Intelligence
13 12 (35.29%) Statistical Analysis
13 12 (35.29%) Computer Science
13 12 (35.29%) D3.js

Mahout
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 23 (67.65%) Apache Pig
2 12 (35.29%) Apache
2 12 (35.29%) Apache Spark
3 6 (17.65%) SAS
4 1 (2.94%) Apache Solr
Applications
1 6 (17.65%) SPSS
2 1 (2.94%) MS Excel
Cloud Services
1 16 (47.06%) Amazon AWS
2 14 (41.18%) Amazon EC2
2 14 (41.18%) Amazon EMR
3 11 (32.35%) Amazon S3
4 3 (8.82%) Cloud Computing
5 2 (5.88%) Google Cloud Platform
Communications & Networking
1 2 (5.88%) Internet
Database & Business Intelligence
1 33 (97.06%) Hadoop
2 26 (76.47%) Apache Hive
3 25 (73.53%) Big Data
4 23 (67.65%) MongoDB
5 16 (47.06%) NoSQL
6 15 (44.12%) Impala
6 15 (44.12%) PostgreSQL
7 14 (41.18%) Neo4j
8 8 (23.53%) Data Mining
8 8 (23.53%) HBase
9 7 (20.59%) RDBMS
9 7 (20.59%) Relational Database
10 4 (11.76%) Apache Accumulo
10 4 (11.76%) Apache Cassandra
10 4 (11.76%) Pentaho
11 3 (8.82%) Data Warehouse
11 3 (8.82%) OLAP
11 3 (8.82%) Sqoop
12 2 (5.88%) Amazon DynamoDB
12 2 (5.88%) BigTable
Development Applications
1 14 (41.18%) Git (software)
2 11 (32.35%) Jenkins
2 11 (32.35%) Vagrant
2 11 (32.35%) Yeoman
3 2 (5.88%) Talend Open Studio
General
1 19 (55.88%) Finance
2 8 (23.53%) Banking
2 8 (23.53%) Manufacturing
2 8 (23.53%) Retail
2 8 (23.53%) Telecoms
3 1 (2.94%) Back Office
3 1 (2.94%) Games
3 1 (2.94%) Music Industry
Job Titles
1 14 (41.18%) Data Scientist
2 13 (38.24%) Consultant
2 13 (38.24%) Data Consultant
3 9 (26.47%) Analytics Consultant
3 9 (26.47%) Architect
3 9 (26.47%) Data Analytics Consultant
3 9 (26.47%) Data Architect
4 7 (20.59%) Big Data Architect
5 5 (14.71%) Senior Data Scientist
6 4 (11.76%) Analytics Manager
6 4 (11.76%) Big Data Consultant
6 4 (11.76%) Data Analytics Manager
6 4 (11.76%) Data Manager
6 4 (11.76%) Hadoop Architect
6 4 (11.76%) Senior Analytics Manager
6 4 (11.76%) Senior Consultant
6 4 (11.76%) Senior Manager
6 4 (11.76%) Solutions Architect
7 3 (8.82%) Head of IT
7 3 (8.82%) Python Developer
Libraries, Frameworks & Software Standards
1 12 (35.29%) D3.js
1 12 (35.29%) Pandas
2 11 (32.35%) Cascalog
2 11 (32.35%) Natural Language Processing
2 11 (32.35%) scikit-learn
2 11 (32.35%) SciPy
3 5 (14.71%) JSON
4 3 (8.82%) AngularJS
4 3 (8.82%) CSS
4 3 (8.82%) CSS3
4 3 (8.82%) Django
4 3 (8.82%) HTML
4 3 (8.82%) HTML5
4 3 (8.82%) J2EE
4 3 (8.82%) jQuery
4 3 (8.82%) Node.js
4 3 (8.82%) Web Services
4 3 (8.82%) XML
5 2 (5.88%) JSON-LD
6 1 (2.94%) Celery
Miscellaneous
1 25 (73.53%) Analytical Skills
2 15 (44.12%) Visualisation
3 12 (35.29%) Computer Science
4 4 (11.76%) Algorithms
4 4 (11.76%) Mathematics
5 3 (8.82%) Neural Network
6 2 (5.88%) Blockchain
6 2 (5.88%) Management Information System
6 2 (5.88%) Statistics
6 2 (5.88%) Virtual Team
7 1 (2.94%) Bitcoin
7 1 (2.94%) Cryptocurrency
7 1 (2.94%) Data Extraction
7 1 (2.94%) Enterprise Software
Operating Systems
1 9 (26.47%) Linux
Processes & Methodologies
1 27 (79.41%) Analytics
2 20 (58.82%) Data Analytics
3 17 (50.00%) Open Source
4 14 (41.18%) Data Visualisation
4 14 (41.18%) Machine Learning
5 12 (35.29%) Business Intelligence
5 12 (35.29%) Statistical Analysis
5 12 (35.29%) Time Series Analysis
6 11 (32.35%) Computer Vision
6 11 (32.35%) Continuous Integration
6 11 (32.35%) Data Analysis
6 11 (32.35%) Data Munging
6 11 (32.35%) Sentiment Analysis
6 11 (32.35%) Unit Testing
6 11 (32.35%) User Stories
7 9 (26.47%) Operations Research
8 8 (23.53%) Bioinformatics
8 8 (23.53%) MapReduce
9 5 (14.71%) Data Management
9 5 (14.71%) ETL
Programming Languages
1 29 (85.29%) Python
2 27 (79.41%) R
3 20 (58.82%) SQL
4 14 (41.18%) Cypher
5 11 (32.35%) Bash Shell
5 11 (32.35%) Clojure
5 11 (32.35%) Java
5 11 (32.35%) VBA
6 9 (26.47%) PHP
7 5 (14.71%) C++
8 4 (11.76%) Ruby
9 3 (8.82%) C
9 3 (8.82%) JavaScript
10 2 (5.88%) C#
10 2 (5.88%) Perl
Qualifications
1 8 (23.53%) PhD
2 4 (11.76%) Degree
Quality Assurance & Compliance
1 1 (2.94%) Data Quality
System Software
1 11 (32.35%) Virtual Machines
1 11 (32.35%) VirtualBox
2 7 (20.59%) Apache Flume
3 2 (5.88%) GPFS
3 2 (5.88%) HDFS
Systems Management
1 4 (11.76%) Hadoop YARN
1 4 (11.76%) Oozie
2 2 (5.88%) Opscode Chef
Vendors
1 8 (23.53%) Cloudera
2 7 (20.59%) Informatica
3 4 (11.76%) Cognos
3 4 (11.76%) Greenplum
3 4 (11.76%) MicroStrategy
3 4 (11.76%) Netezza
3 4 (11.76%) Teradata
3 4 (11.76%) Vertica
4 2 (5.88%) EMC
4 2 (5.88%) Hortonworks
4 2 (5.88%) Talend
5 1 (2.94%) Oracle
5 1 (2.94%) Tableau
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